Good point. Btw, you also see a similar leakage trap in recommendation datasets. Most recsys data is built around users interacting with items over time, which means the same user appears dozens or hundreds of times. If you do a plain random split, you accidentally leak the
MACHINE LEARNING
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Correcting LLM-as-a-Judge Bias Statistical Calibration Method
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How to Properly do LLM-as-a-Judge Raw LLM-as-a-Judge scores are inherently biased due to how LLMs would often make mistakes This paper proposes a simple statistical method to correct the scores and calculate valid confidence intervals via a human-verified calibration set
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Reshare Insights on LLMs AI Agents and Machine Learning
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If you found it insightful, reshare with your network. Find me → @akshay_pachaar For more insights and tutorials on LLMs, AI Agents, and Machine Learning!
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TMLR Journal Partnerships Expand AI Research Conference Collaborations
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I like to think that what we've slowly been building at TMLR is getting close to that, notably with our partnerships with various conferences that allow an accepted journal paper to then be presented at some specialized conferences like CoLLAs, RLC, AutoML, etc.
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9 AI Skills That Will Matter in 2026 Beyond ChatGPT
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9 AI skills that will actually matter in 2026
(not just “use ChatGPT”) Prompt engineering RAG pipelines Agentic workflows Fine-tuning & distillation LLM evaluation & red-teaming Cost & latency optimization Tool calling + function calling Multimodal -
Can AI Systems Truly Understand the Real World?
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How deeply predictive AI systems understand their subject matter? Can large language models figure out the real world? https://
news.mit.edu/2025/can-large
-language-models-figure-out-real-world-0825
… #AI #MachineLearning #MIT @mitsmr @Hal_Good @AlexMachicado @Analytics_699 -
8 Essential Skills for Full-Stack AI Engineers
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8 key skills to become a full-stack AI Engineer: (free/open-source resources below)
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No-Code AI and Top 10 Machine Learning Trends for 2025
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How could you use no-code AI to boost your projects? Top 10 Machine Learning Trends to Watch in 2025 https://
graphite-note.com/machine-learni
ng-trends/
… #AI #MachineLearning #IoT -
85 AI Terms Explained
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85 AI Terms Explained
→ View original post on X — @marcusborba, 2025-11-29 05:06 UTC
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Cloud TPUs Widely Used by Large Companies and Startups
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This seems decidedly false: there are lots of large companies and startups using Cloud TPUs to train and serve important models and run ML workloads of various kinds. Some of these are discussed in various public news articles and many are not.